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Put up to 4 models beside each other — token prices, context windows, capabilities and provider, from the same catalogue the model pages read.

  1. Gemini 3.1 Flash Lite Image (Google Vertex AI)GoogleRemove
  2. o3 Deep ResearchOpenAIRemove
gemini-3.1-flash-lite-image-vertex vs o3-deep-research
AttributeGemini 3.1 Flash Lite Image (Google Vertex AI)gemini-3.1-flash-lite-image-vertexo3 Deep Researcho3-deep-research
Pricing
Request$0.0336 / request—
BillingPay Per Request—
Cache Write (5m)Not applicable$10.00 / 1M
Cache Write (1h)Not applicable$10.00 / 1M
Cache ReadNot applicable$10.00 / 1M
Input—$10.00 / 1M
Output—$40.00 / 1M
Web Search—$0 / 1M
Context
Max contextN/A200K
Max outputN/AN/A
Capabilities
VisionYesYes
Function CallingNoYes
JSON ModeNoYes
StreamingNoYes
Catalogue
ProviderGoogleOpenAI
Categoryimagechat
Charge typePay Per RequestPay As You Go
Released——
Description
SummaryGemini 3.1 Flash Lite Image served from Google Vertex AI. Billed per image at US$0.0336. Call it through /v1/chat/completions with stream set to false; the image is returned in the message content as a base64 data URI. Maximum output resolution is 1K. A request for a larger size returns a 1K image with the same aspect ratio at the same price. When a size is reduced, the response carries an X-Image-Resolution-Capped header with the requested and delivered size.o3-deep-research is OpenAI's advanced research model, built for complex, multi-step investigation and analysis. It automatically performs web searches to gather and synthesize information — but this always incurs additional cost since web_search is used by default.